DISCRETE DISTANCE AND SIMILARITY MEASURES FOR PATTERN CANDIDATE SELECTION

被引:3
|
作者
LI, X [1 ]
HALL, NS [1 ]
HUMPHREYS, GW [1 ]
机构
[1] UNIV BIRMINGHAM,SCH PSYCHOL SCI,BIRMINGHAM B15 2TT,W MIDLANDS,ENGLAND
关键词
PATTERN PRIMITIVE; REPEATABLE COMBINATION; SET FAMILY; DISTANCE SPACE; SIMILARITY MEASURE;
D O I
10.1016/0031-3203(93)90050-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Within the area of pattern recognition research, there are many examples where pattern families are decomposed into or composed from a set of basic elements. Regardless of their decomposition/composition order, each pattern within such a family can be considered as a repeatable combination of pattern primitives, and a discrete distance space and a corresponding similarity measure to facilitate the pattern recognition process can be defined. The definitions and properties relevant to the above discrete distance and similarity measures are presented. Both principles and an implementation method for pattern candidate selection within the discrete distance space are discussed.
引用
收藏
页码:843 / 851
页数:9
相关论文
共 50 条
  • [11] Distance and similarity measures for hesitant fuzzy sets
    Xu, Zeshui
    Xia, Meimei
    INFORMATION SCIENCES, 2011, 181 (11) : 2128 - 2138
  • [12] Distance and similarity measures for Pythagorean fuzzy sets
    Ejegwa, Paul Augustine
    GRANULAR COMPUTING, 2020, 5 (02) : 225 - 238
  • [13] Dynamic Similarity and Distance Measures Based on Quantiles
    Ruiz-Miro, Monica J.
    Miro-Julia, Margaret
    COMPUTER AIDED SYSTEMS THEORY - EUROCAST 2015, 2015, 9520 : 80 - 87
  • [14] A Survey of Distance / Similarity Measures for Categorical Data
    Alamuri, Madhavi
    Surampudi, Bapi Raju
    Negi, Atul
    PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 1907 - 1914
  • [15] Experimental Analysis of Crisp Similarity and Distance Measures
    Baccour, Leila
    John, Robert I.
    2014 6TH INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR), 2014, : 96 - 100
  • [16] Distance and Similarity Measures in Generalised Quantum Theory
    Dieter Gernert
    Axiomathes, 2011, 21 : 303 - 313
  • [17] Distance and similarity measures between uncertain variables
    Li, Xiaozhong
    Liu, Ying
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 28 (05) : 2073 - 2081
  • [18] Distance and Similarity Measures in Generalised Quantum Theory
    Gernert, Dieter
    AXIOMATHES, 2011, 21 (02): : 303 - 313
  • [19] Distance and Similarity Measures for T-Spherical Fuzzy Sets Based on Hausdorff Distance With Applications in Pattern Recognition and Medical Diagnosis
    Yang, Miin-Shen
    Ali, Mehboob
    IEEE ACCESS, 2024, 12 : 195875 - 195889
  • [20] PATTERN RECOGNITION BY ADAPTED MEASURES OF DISTANCE
    SCHURMANN, J
    NACHRICHTENTECHNISCHE ZEITSCHRIFT, 1969, 22 (07): : 407 - +